Unveiling the optimization process of Physics Informed Neural Networks: How accurate and competitive can PINNs be?
Jorge F. UrbánPetros StefanouJosé A. PonsPublished in: CoRR (2024)
Keyphrases
- optimization process
- neural network
- optimization model
- optimization method
- pattern recognition
- high accuracy
- high quality
- back propagation
- artificial neural networks
- genetic algorithm
- recurrent neural networks
- case study
- computationally efficient
- neural network model
- multi objective
- fuzzy logic
- expert systems
- particle swarm optimization
- reinforcement learning
- self organizing maps
- three dimensional
- neural nets
- decision making
- artificial intelligence
- rule extraction
- scaling factors